Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385723864> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4385723864 abstract "With the rapid economic development and the advancement of urbanization, the structure of urban road networks is becoming more and more complex. It is particularly important to provide real-time and accurate traffic flow forecasting for traffic management departments. Aiming at the importance of traffic flow parameter prediction in intelligent transportation systems, this paper proposes a traffic flow prediction method based on the Residual Network (ResNet) model. Through the processing of taxi GPS trajectory data, effective and complete traffic data is obtained. Considering characteristic factors such as weather and holidays, the spatial characteristics of traffic flow are modeled by residual convolution units for different time granularities. The different branches and regions are weighted to predict the final traffic flow for each region. The experimental results show that the design model considers the complex dynamic space-time characteristics of the region, and the predictability is improved compared with other models, which is an effective traffic flow forecasting method." @default.
- W4385723864 created "2023-08-11" @default.
- W4385723864 creator A5007237211 @default.
- W4385723864 creator A5021333880 @default.
- W4385723864 creator A5021682205 @default.
- W4385723864 creator A5065670814 @default.
- W4385723864 date "2023-08-10" @default.
- W4385723864 modified "2023-09-27" @default.
- W4385723864 title "Traffic flow prediction based on residual neural network" @default.
- W4385723864 cites W2004353783 @default.
- W4385723864 cites W2158107760 @default.
- W4385723864 cites W2165991108 @default.
- W4385723864 cites W3104764698 @default.
- W4385723864 doi "https://doi.org/10.1117/12.2686413" @default.
- W4385723864 hasPublicationYear "2023" @default.
- W4385723864 type Work @default.
- W4385723864 citedByCount "0" @default.
- W4385723864 crossrefType "proceedings-article" @default.
- W4385723864 hasAuthorship W4385723864A5007237211 @default.
- W4385723864 hasAuthorship W4385723864A5021333880 @default.
- W4385723864 hasAuthorship W4385723864A5021682205 @default.
- W4385723864 hasAuthorship W4385723864A5065670814 @default.
- W4385723864 hasConcept C105795698 @default.
- W4385723864 hasConcept C11413529 @default.
- W4385723864 hasConcept C114809511 @default.
- W4385723864 hasConcept C121332964 @default.
- W4385723864 hasConcept C124101348 @default.
- W4385723864 hasConcept C126255220 @default.
- W4385723864 hasConcept C127413603 @default.
- W4385723864 hasConcept C1276947 @default.
- W4385723864 hasConcept C13662910 @default.
- W4385723864 hasConcept C154945302 @default.
- W4385723864 hasConcept C155512373 @default.
- W4385723864 hasConcept C176715033 @default.
- W4385723864 hasConcept C197640229 @default.
- W4385723864 hasConcept C207512268 @default.
- W4385723864 hasConcept C22212356 @default.
- W4385723864 hasConcept C2524010 @default.
- W4385723864 hasConcept C2779888511 @default.
- W4385723864 hasConcept C31258907 @default.
- W4385723864 hasConcept C33923547 @default.
- W4385723864 hasConcept C38349280 @default.
- W4385723864 hasConcept C41008148 @default.
- W4385723864 hasConcept C45347329 @default.
- W4385723864 hasConcept C47796450 @default.
- W4385723864 hasConcept C50644808 @default.
- W4385723864 hasConcept C60229501 @default.
- W4385723864 hasConcept C64093975 @default.
- W4385723864 hasConcept C76155785 @default.
- W4385723864 hasConcept C79403827 @default.
- W4385723864 hasConceptScore W4385723864C105795698 @default.
- W4385723864 hasConceptScore W4385723864C11413529 @default.
- W4385723864 hasConceptScore W4385723864C114809511 @default.
- W4385723864 hasConceptScore W4385723864C121332964 @default.
- W4385723864 hasConceptScore W4385723864C124101348 @default.
- W4385723864 hasConceptScore W4385723864C126255220 @default.
- W4385723864 hasConceptScore W4385723864C127413603 @default.
- W4385723864 hasConceptScore W4385723864C1276947 @default.
- W4385723864 hasConceptScore W4385723864C13662910 @default.
- W4385723864 hasConceptScore W4385723864C154945302 @default.
- W4385723864 hasConceptScore W4385723864C155512373 @default.
- W4385723864 hasConceptScore W4385723864C176715033 @default.
- W4385723864 hasConceptScore W4385723864C197640229 @default.
- W4385723864 hasConceptScore W4385723864C207512268 @default.
- W4385723864 hasConceptScore W4385723864C22212356 @default.
- W4385723864 hasConceptScore W4385723864C2524010 @default.
- W4385723864 hasConceptScore W4385723864C2779888511 @default.
- W4385723864 hasConceptScore W4385723864C31258907 @default.
- W4385723864 hasConceptScore W4385723864C33923547 @default.
- W4385723864 hasConceptScore W4385723864C38349280 @default.
- W4385723864 hasConceptScore W4385723864C41008148 @default.
- W4385723864 hasConceptScore W4385723864C45347329 @default.
- W4385723864 hasConceptScore W4385723864C47796450 @default.
- W4385723864 hasConceptScore W4385723864C50644808 @default.
- W4385723864 hasConceptScore W4385723864C60229501 @default.
- W4385723864 hasConceptScore W4385723864C64093975 @default.
- W4385723864 hasConceptScore W4385723864C76155785 @default.
- W4385723864 hasConceptScore W4385723864C79403827 @default.
- W4385723864 hasLocation W43857238641 @default.
- W4385723864 hasOpenAccess W4385723864 @default.
- W4385723864 hasPrimaryLocation W43857238641 @default.
- W4385723864 hasRelatedWork W1489962476 @default.
- W4385723864 hasRelatedWork W2013483925 @default.
- W4385723864 hasRelatedWork W2069689867 @default.
- W4385723864 hasRelatedWork W2348178913 @default.
- W4385723864 hasRelatedWork W2528428342 @default.
- W4385723864 hasRelatedWork W2764195644 @default.
- W4385723864 hasRelatedWork W2952355076 @default.
- W4385723864 hasRelatedWork W2982309812 @default.
- W4385723864 hasRelatedWork W316528581 @default.
- W4385723864 hasRelatedWork W4385723864 @default.
- W4385723864 isParatext "false" @default.
- W4385723864 isRetracted "false" @default.
- W4385723864 workType "article" @default.